Conclusions The ability of short-term exercise to stimulate ATP production distinguished individuals with improved insulin sensitivity from those who did not improve their insulin sensitivity. In addition, the NDUFB6 gene polymorphism appeared to modulate this adaptation. This suggests that genes involved in mitochondrial function contribute to the response of ATP synthesis to exercise training. This trial has been registered at ClinicalTrials.gov (NCT 00710008).